





'''simple docstring'''

def     __magic_name__							(				__UpperCAmelCase				,						__UpperCAmelCase   )    ->       float:

   '''simple docstring'''







   def get_matched_characters(__UpperCAmelCase				,						__UpperCAmelCase   ) -> str:
      __SCREAMING_SNAKE_CASE   				=							[]
      __SCREAMING_SNAKE_CASE   				=							min(len(_stra   )				,						len(_stra   )   ) // 2
      for i, l in enumerate(_stra   ):
         __SCREAMING_SNAKE_CASE   				=							int(max(0				,						i - limit   )   )
         __SCREAMING_SNAKE_CASE   				=							int(min(i + limit + 1				,						len(_stra   )   )   )
         if l in _stra[left:right]:
            matched.append(__UpperCAmelCase   )
            __SCREAMING_SNAKE_CASE   				=							f"""{_stra[0:_stra.index(__UpperCAmelCase   )]} {_stra[_stra.index(__UpperCAmelCase   ) + 1:]}"""

      return "".join(__UpperCAmelCase   )

   # matching characters
   __SCREAMING_SNAKE_CASE   				=							get_matched_characters(__UpperCAmelCase				,						__UpperCAmelCase   )
   __SCREAMING_SNAKE_CASE   				=							get_matched_characters(__UpperCAmelCase				,						__UpperCAmelCase   )
   __SCREAMING_SNAKE_CASE   				=							len(__UpperCAmelCase   )

   # transposition
   __SCREAMING_SNAKE_CASE   				=							(
       len([(ca, ca) for ca, ca in zip(__UpperCAmelCase				,						__UpperCAmelCase   ) if ca != ca]   ) // 2
   )

   if not match_count:
      __SCREAMING_SNAKE_CASE   				=							0.0
   else:
      __SCREAMING_SNAKE_CASE   				=							(
          1
          / 3
          * (
              match_count / len(__UpperCAmelCase   )
              + match_count / len(__UpperCAmelCase   )
              + (match_count - transpositions) / match_count
          )
      )

   # common prefix up to 4 characters
   __SCREAMING_SNAKE_CASE   				=							0
   for ca, ca in zip(stra[:4]				,						stra[:4]   ):
      if ca == ca:
         prefix_len += 1
      else:
         break

   return jaro + 0.1 * prefix_len * (1 - jaro)


if __name__ == "__main__":
    import doctest

    doctest.testmod()
    print(jaro_winkler("hello", "world"))







import string

def a__       (			A_   ):






  '''simple docstring'''





  __magic_name__								=			""""""
  for i in sequence:
    __magic_name__								=			ord(A_   )
    if 65 <= extract <= 90:
      output += chr(155 - extract   )
    elif 97 <= extract <= 122:
      output += chr(219 - extract   )
    else:
      output += i
  return output

def a__       (			A_   ):






  '''simple docstring'''





  __magic_name__								=			string.ascii_letters
  __magic_name__								=			string.ascii_lowercase[::-1] + string.ascii_uppercase[::-1]
  return "".join(
      letters_reversed[letters.index(A_   )] if c in letters else c for c in sequence   )

def a__       (			):






  '''simple docstring'''





  from timeit import timeit

  print("""Running performance benchmarks..."""   )
  __magic_name__								=			"""from string import printable ; from __main__ import atbash, atbash_slow"""
  print(f'''> atbash_slow(): {timeit('atbash_slow(printable)',	setup=A_   )} seconds'''   )
  print(f'''>      atbash(): {timeit('atbash(printable)',	setup=A_   )} seconds'''   )


if __name__ == "__main__":
    for example in ("ABCDEFGH", "123GGjj", "testStringtest", "with space"):
        print(F'''{example} encrypted in atbash: {atbash(example)}''')
    benchmark()

